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Health condition and job status interactions: econometric evidence of causality from a French longitudinal survey

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  • Eric Delattre

    (ThEMA, Université de Cergy-Pontoise)

  • Richard K. Moussa

    (Ecole Nationale Supérieure de Statistique et d’Economie Appliquée)

  • Mareva Sabatier

    (IREGE, Université de Savoie)

Abstract

This article investigates the causal links between health and employment status. To disentangle correlation from causality effects, the authors leverage a French panel survey to estimate a bivariate dynamic probit model that can account for the persistence effect, initial conditions, and unobserved heterogeneity. The results highlight the crucial role of all three components and reveal strong dual causality between health and employment status. The findings clearly support demands for better coordination between employment and health public policies.

Suggested Citation

  • Eric Delattre & Richard K. Moussa & Mareva Sabatier, 2019. "Health condition and job status interactions: econometric evidence of causality from a French longitudinal survey," Health Economics Review, Springer, vol. 9(1), pages 1-18, December.
  • Handle: RePEc:spr:hecrev:v:9:y:2019:i:1:d:10.1186_s13561-019-0220-3
    DOI: 10.1186/s13561-019-0220-3
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    1. Rob Alessie & Stefan Hochguertel & Arthur van Soest, 2004. "Ownership of Stocks and Mutual Funds: A Panel Data Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 783-796, August.
    2. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 77-86, January.
    3. David Madden, 2004. "Labour market discrimination on the basis of health: an application to UK data," Applied Economics, Taylor & Francis Journals, vol. 36(5), pages 421-442.
    4. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, pages 77-86.
    5. Chatterji, Pinka & Joo, Heesoo & Lahiri, Kajal, 2017. "Diabetes and labor market exits: Evidence from the Health & Retirement Study (HRS)," The Journal of the Economics of Ageing, Elsevier, vol. 9(C), pages 100-110.
    6. Bent Jesper Christensen & Malene Kallestrup‐Lamb, 2012. "The Impact Of Health Changes On Labor Supply: Evidence From Merged Data On Individual Objective Medical Diagnosis Codes And Early Retirement Behavior," Health Economics, John Wiley & Sons, Ltd., vol. 21(S1), pages 56-100, June.
    7. Elena Bastida & José A. Pagán, 2002. "The impact of diabetes on adult employment and earnings of Mexican Americans: Findings from a community based study," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 403-413, July.
    8. Schurer, Stefanie, 2017. "Bouncing back from health shocks: Locus of control and labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 1-20.
    9. Thomas Barnay & François Legendre, 2012. "Simultaneous causality between health status and employment status within the population aged 30-59 in France," Working Papers halshs-00856217, HAL.
    10. García-Gómez, Pilar & Jones, Andrew M. & Rice, Nigel, 2010. "Health effects on labour market exits and entries," Labour Economics, Elsevier, vol. 17(1), pages 62-76, January.
    11. Cornelius A. Rietveld & Hans van Kippersluis & A. Roy Thurik, 2015. "Self‐Employment and Health: Barriers or Benefits?," Health Economics, John Wiley & Sons, Ltd., vol. 24(10), pages 1302-1313, October.
    12. Clark, Andrew E & Georgellis, Yannis & Sanfey, Peter, 2001. "Scarring: The Psychological Impact of Past Unemployment," Economica, London School of Economics and Political Science, vol. 68(270), pages 221-241, May.
    13. Zhang, Xiaohui & Zhao, Xueyan & Harris, Anthony, 2009. "Chronic diseases and labour force participation in Australia," Journal of Health Economics, Elsevier, vol. 28(1), pages 91-108, January.
    14. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    15. Stewart, Jennifer M., 2001. "The impact of health status on the duration of unemployment spells and the implications for studies of the impact of unemployment on health status," Journal of Health Economics, Elsevier, vol. 20(5), pages 781-796, September.
    16. Maarten Lindeboom & Marcel Kerkhofs, 2009. "Health and work of the elderly: subjective health measures, reporting errors and endogeneity in the relationship between health and work," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 1024-1046.
    17. Lixin Cai & Guyonne Kalb, 2007. "Health status and labour force status of older working-age Australian men," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 10(4), pages 227-252.
    18. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    19. John Bound, 1991. "Self-Reported Versus Objective Measures of Health in Retirement Models," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 106-138.
    20. Cai, Lixin, 2010. "The relationship between health and labour force participation: Evidence from a panel data simultaneous equation model," Labour Economics, Elsevier, vol. 17(1), pages 77-90, January.
    21. Eve Caroli & Mathilde Godard, 2016. "Does job insecurity deteriorate health?," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 131-147, February.
    22. Monroe Berkowitz & William G. Johnson, 1974. "Health and Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 9(1), pages 117-128.
    23. repec:dau:papers:123456789/13646 is not listed on IDEAS
    24. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    25. Schmitz, Hendrik, 2011. "Why are the unemployed in worse health? The causal effect of unemployment on health," Labour Economics, Elsevier, vol. 18(1), pages 71-78, January.
    26. Annie Mesrine, 2000. "La surmortalité des chômeurs : un effet catalyseur du chômage ?," Économie et Statistique, Programme National Persée, vol. 334(1), pages 33-48.
    27. Haan, Peter & Myck, Michal, 2009. "Dynamics of health and labor market risks," Journal of Health Economics, Elsevier, vol. 28(6), pages 1116-1125, December.
    28. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    29. García-Gómez, Pilar, 2011. "Institutions, health shocks and labour market outcomes across Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 200-213, January.
    30. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    31. Lindeboom, Maarten & Llena-Nozal, Ana & van der Klaauw, Bas, 2016. "Health shocks, disability and work," Labour Economics, Elsevier, vol. 43(C), pages 186-200.
    32. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    33. Diana Weinhold & Eustaquio J. Reis, 2001. "Model Evaluation and Causality Testing in Short Panels: The Case of Infrastructure Provision and Population Growth in the Brazilian Amazon," Journal of Regional Science, Wiley Blackwell, vol. 41(4), pages 639-657, November.
    34. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    35. Eric Delattre & Brigitte Dormont, 2003. "Fixed fees and physician‐induced demand: A panel data study on French physicians," Health Economics, John Wiley & Sons, Ltd., vol. 12(9), pages 741-754, September.
    36. Arulampalam, Wiji & Stewart, Mark B, 1995. "The Determinants of Individual Unemployment Durations in an Era of High Unemployment," Economic Journal, Royal Economic Society, vol. 105(429), pages 321-332, March.
    37. Eric Delattre & Richard Moussa, 2015. "On the estimation of causality in a bivariate dynamic probit model on panel data with Stata software. A technical review," THEMA Working Papers 2015-04, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    38. H. Shelton Brown & José A. Pagán & Elena Bastida, 2005. "The impact of diabetes on employment: genetic IVs in a bivariate probit," Health Economics, John Wiley & Sons, Ltd., vol. 14(5), pages 537-544, May.
    39. Sickles, Robin C & Taubman, Paul, 1986. "An Analysis of the Health and Retirement Status of the Elderly," Econometrica, Econometric Society, vol. 54(6), pages 1339-1356, November.
    40. Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526, National Bureau of Economic Research, Inc.
    41. Ana Llena-Nozal, 2009. "The Effect Of Work Status And Working Conditions On Mental Health In Four Oecd Countries," National Institute Economic Review, National Institute of Economic and Social Research, vol. 209(1), pages 72-87, July.
    42. Sophie Eichenbaum-Voline & Laëtitia Malavolti & Alain Paraponaris & Bruno Ventelou, 2008. "Cancer et activité professionnelle," Revue de l'OFCE, Presses de Sciences-Po, vol. 0(1), pages 105-134.
    43. Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
    44. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    45. Butterworth, Peter & Gill, Sarah C. & Rodgers, Bryan & Anstey, Kaarin J. & Villamil, Elena & Melzer, David, 2006. "Retirement and mental health: Analysis of the Australian national survey of mental health and well-being," Social Science & Medicine, Elsevier, vol. 62(5), pages 1179-1191, March.
    46. Liliana Winkelmann & Rainer Winkelmann, 1998. "Why Are the Unemployed So Unhappy?Evidence from Panel Data," Economica, London School of Economics and Political Science, vol. 65(257), pages 1-15, February.
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    More about this item

    Keywords

    Health and job causality; Bivariate dynamic probit model; Gauss-Hermite quadrature;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation

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